diff --git a/notebooks/official/ml_metadata/vertex-pipelines-ml-metadata.ipynb b/notebooks/official/ml_metadata/vertex-pipelines-ml-metadata.ipynb
index 9fa2d8701..a01c2e8be 100644
--- a/notebooks/official/ml_metadata/vertex-pipelines-ml-metadata.ipynb
+++ b/notebooks/official/ml_metadata/vertex-pipelines-ml-metadata.ipynb
@@ -719,7 +719,7 @@
       "outputs": [],
       "source": [
         "@component(\n",
-        "    packages_to_install=[\"sklearn\", \"pandas\", \"joblib\"],\n",
+        "    packages_to_install=[\"scikit-learn\", \"pandas\", \"joblib\"],\n",
         "    base_image=\"python:3.9\",\n",
         "    output_component_file=\"beans_model_component.yaml\",\n",
         ")\n",